Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								2d210817ff 
								
							 
						 
						
							
							
								
								add phi3 optimization ( #10871 )  
							
							 
							
							
							
						 
						
							2024-04-24 15:17:40 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								eb39c61607 
								
							 
						 
						
							
							
								
								LLM: add min new token to perf test. ( #10869 )  
							
							 
							
							
							
						 
						
							2024-04-24 14:32:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fb2a160af3 
								
							 
						 
						
							
							
								
								Add phi-2 to 2048-256 test for fixes ( #10867 )  
							
							 
							
							
							
						 
						
							2024-04-24 10:00:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									binbin Deng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fabf54e052 
								
							 
						 
						
							
							
								
								LLM: make pipeline parallel inference example more common ( #10786 )  
							
							 
							
							
							
						 
						
							2024-04-24 09:28:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									hxsz1997 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								328b1a1de9 
								
							 
						 
						
							
							
								
								Fix the not stop issue of llama3 examples ( #10860 )  
							
							 
							
							... 
							
							
							
							* fix not stop issue in GPU/HF-Transformers-AutoModels
* fix not stop issue in GPU/PyTorch-Models/Model/llama3
* fix not stop issue in CPU/HF-Transformers-AutoModels/Model/llama3
* fix not stop issue in CPU/PyTorch-Models/Model/llama3
* update the output in readme
* update format
* add reference
* update prompt format
* update output format in readme
* update example output in readme 
							
						 
						
							2024-04-23 19:10:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5c9eb5d0f5 
								
							 
						 
						
							
							
								
								Support llama-index install option for upstreaming purposes ( #10866 )  
							
							 
							
							... 
							
							
							
							* Support llama-index install option for upstreaming purposes
* Small fix
* Small fix 
							
						 
						
							2024-04-23 19:08:29 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								21bb8bd164 
								
							 
						 
						
							
							
								
								Add phi-2 to igpu performance test ( #10865 )  
							
							 
							
							
							
						 
						
							2024-04-23 18:13:14 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									ZehuaCao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								36eb8b2e96 
								
							 
						 
						
							
							
								
								Add llama3 speculative example ( #10856 )  
							
							 
							
							... 
							
							
							
							* Initial llama3 speculative example
* update README
* update README
* update README 
							
						 
						
							2024-04-23 17:03:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								763413b7e1 
								
							 
						 
						
							
							
								
								LLM: support llama split tensor for long context in transformers>=4.36. ( #10844 )  
							
							 
							
							... 
							
							
							
							* LLm: support llama split tensor for long context in transformers>=4.36.
* fix dtype.
* fix style.
* fix style.
* fix style.
* fix style.
* fix dtype.
* fix style. 
							
						 
						
							2024-04-23 16:13:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									ZehuaCao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								92ea54b512 
								
							 
						 
						
							
							
								
								Fix speculative decoding bug ( #10855 )  
							
							 
							
							
							
						 
						
							2024-04-23 14:28:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									yb-peng 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c9dee6cd0e 
								
							 
						 
						
							
							
								
								Update 8192.txt ( #10824 )  
							
							 
							
							... 
							
							
							
							* Update 8192.txt
* Update 8192.txt with original text 
							
						 
						
							2024-04-23 14:02:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								18c032652d 
								
							 
						 
						
							
							
								
								LLM: Add mixtral speculative CPU example ( #10830 )  
							
							 
							
							... 
							
							
							
							* init mixtral sp example
* use different prompt_format
* update output
* update 
							
						 
						
							2024-04-23 10:05:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5494aa55f6 
								
							 
						 
						
							
							
								
								Downgrade datasets in axolotl example ( #10849 )  
							
							 
							
							... 
							
							
							
							* Downgrade datasets to 2.15.0 to address axolotl prepare issue https://github.com/OpenAccess-AI-Collective/axolotl/issues/1544 
Tks to @kwaa for providing the solution in https://github.com/intel-analytics/ipex-llm/issues/10821#issuecomment-2068861571  
							
						 
						
							2024-04-23 09:41:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fe5a082b84 
								
							 
						 
						
							
							
								
								add phi-2 optimization ( #10843 )  
							
							 
							
							
							
						 
						
							2024-04-22 18:56:47 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								47bd5f504c 
								
							 
						 
						
							
							
								
								[vLLM]Remove vllm-v1, refactor v2 ( #10842 )  
							
							 
							
							... 
							
							
							
							* remove vllm-v1
* fix format 
							
						 
						
							2024-04-22 17:51:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								23c6a52fb0 
								
							 
						 
						
							
							
								
								LLM: Fix ipex torchscript=True error ( #10832 )  
							
							 
							
							... 
							
							
							
							* remove
* update
* remove torchscript 
							
						 
						
							2024-04-22 15:53:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								fc33aa3721 
								
							 
						 
						
							
							
								
								fix missing import ( #10839 )  
							
							 
							
							
							
						 
						
							2024-04-22 14:34:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								3daad242b8 
								
							 
						 
						
							
							
								
								Fix  No module named 'transformers.cache_utils' with transformers < 4.36 ( #10835 )  
							
							 
							
							... 
							
							
							
							* update sdp condition
* update
* fix
* fix 431 error
* revert sdp & style fix
* fix
* meet comments 
							
						 
						
							2024-04-22 14:05:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ae3b577537 
								
							 
						 
						
							
							
								
								Update README.md ( #10833 )  
							
							 
							
							
							
						 
						
							2024-04-22 11:07:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								5f95054f97 
								
							 
						 
						
							
							
								
								LLM:Add qwen moe example libs md ( #10828 )  
							
							 
							
							
							
						 
						
							2024-04-22 10:03:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								61c67af386 
								
							 
						 
						
							
							
								
								Fix vLLM-v2 install instructions( #10822 )  
							
							 
							
							
							
						 
						
							2024-04-22 09:02:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								caf75beef8 
								
							 
						 
						
							
							
								
								Disable sdpa ( #10814 )  
							
							 
							
							
							
						 
						
							2024-04-19 17:33:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								57edf2033c 
								
							 
						 
						
							
							
								
								fix lookahead with transformers >= 4.36 ( #10808 )  
							
							 
							
							
							
						 
						
							2024-04-19 16:24:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ovo233 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								1a885020ee 
								
							 
						 
						
							
							
								
								Updated importing of top_k_top_p_filtering for transformers>=4.39.0 ( #10794 )  
							
							 
							
							... 
							
							
							
							* In transformers>=4.39.0, the top_k_top_p_filtering function has been deprecated and moved to the hugging face package trl. Thus, for versions >= 4.39.0, import this function from trl. 
							
						 
						
							2024-04-19 15:34:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								07e8b045a9 
								
							 
						 
						
							
							
								
								Add Meta-llama-3-8B-Instruct and Yi-6B-Chat to igpu nightly perf ( #10810 )  
							
							 
							
							
							
						 
						
							2024-04-19 15:09:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yishuo Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								08458b4f74 
								
							 
						 
						
							
							
								
								remove rms norm copy ( #10793 )  
							
							 
							
							
							
						 
						
							2024-04-19 13:57:48 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8153c3008e 
								
							 
						 
						
							
							
								
								Initial llama3 example ( #10799 )  
							
							 
							
							... 
							
							
							
							* Add initial hf huggingface GPU example
* Small fix
* Add llama3 gpu pytorch model example
* Add llama 3 hf transformers CPU example
* Add llama 3 pytorch model CPU example
* Fixes
* Small fix
* Small fixes
* Small fix
* Small fix
* Add links
* update repo id
* change prompt tuning url
* remove system header if there is no system prompt
---------
Co-authored-by: Yuwen Hu <yuwen.hu@intel.com>
Co-authored-by: Yuwen Hu <54161268+Oscilloscope98@users.noreply.github.com> 
							
						 
						
							2024-04-18 11:01:33 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								754b0ffecf 
								
							 
						 
						
							
							
								
								Fix pvc llama ( #10798 )  
							
							 
							
							... 
							
							
							
							* ifx
* update 
							
						 
						
							2024-04-18 10:44:57 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								439c834ed3 
								
							 
						 
						
							
							
								
								LLM: add mixed precision for lm_head ( #10795 )  
							
							 
							
							... 
							
							
							
							* add mixed_quantization
* meet code review
* update
* fix style
* meet review 
							
						 
						
							2024-04-18 19:11:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								8796401b08 
								
							 
						 
						
							
							
								
								Support q4k in ipex-llm ( #10796 )  
							
							 
							
							... 
							
							
							
							* support q4k
* update 
							
						 
						
							2024-04-18 18:55:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ruonan Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0e8aac19e3 
								
							 
						 
						
							
							
								
								add q6k precision in ipex-llm ( #10792 )  
							
							 
							
							... 
							
							
							
							* add q6k
* add initial 16k
* update
* fix style 
							
						 
						
							2024-04-18 16:52:09 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e90e31719f 
								
							 
						 
						
							
							
								
								axolotl lora example ( #10789 )  
							
							 
							
							... 
							
							
							
							* Add axolotl lora example
* Modify readme
* Add comments in yml 
							
						 
						
							2024-04-18 16:38:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								14ca42a048 
								
							 
						 
						
							
							
								
								LLM:Fix moe indexs error on cpu ( #10791 )  
							
							 
							
							
							
						 
						
							2024-04-18 15:56:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								cbe7b5753f 
								
							 
						 
						
							
							
								
								Add vLLM[xpu] related code ( #10779 )  
							
							 
							
							... 
							
							
							
							* Add ipex-llm side change
* add runable offline_inference
* refactor to call vllm2
* Verified async server
* add new v2 example
* add README
* fix
* change dir
* refactor readme.md
* add experimental
* fix 
							
						 
						
							2024-04-18 15:29:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Kai Huang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								053ec30737 
								
							 
						 
						
							
							
								
								Transformers ppl evaluation on wikitext ( #10784 )  
							
							 
							
							... 
							
							
							
							* tranformers code
* cache 
							
						 
						
							2024-04-18 15:27:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								209c3501e6 
								
							 
						 
						
							
							
								
								LLM: Optimize qwen1.5 moe model ( #10706 )  
							
							 
							
							... 
							
							
							
							* update moe block
* fix style
* enable optmize MLP
* enabel kv_cache
* enable fuse rope
* enable fused qkv
* enable flash_attention
* error sdp quantize
* use old api
* use fuse
* use xetla
* fix python style
* update moe_blocks num
* fix output error
* add cpu sdpa
* update
* update
* update 
							
						 
						
							2024-04-18 14:54:05 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ziteng Zhang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ff040c8f01 
								
							 
						 
						
							
							
								
								LISA Finetuning Example ( #10743 )  
							
							 
							
							... 
							
							
							
							* enabling xetla only supports qtype=SYM_INT4 or FP8E5
* LISA Finetuning Example on gpu
* update readme
* add licence
* Explain parameters of lisa & Move backend codes to src dir
* fix style
* fix style
* update readme
* support chatglm
* fix style
* fix style
* update readme
* fix 
							
						 
						
							2024-04-18 13:48:10 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								581ebf6104 
								
							 
						 
						
							
							
								
								GaLore Finetuning Example ( #10722 )  
							
							 
							
							... 
							
							
							
							* GaLore Finetuning Example
* Update README.md
* Update README.md
* change data to HuggingFaceH4/helpful_instructions
* Update README.md
* Update README.md
* shrink train size and delete cache before starting training to save memory
* Update README.md
* Update galore_finetuning.py
* change model to llama2 3b
* Update README.md 
							
						 
						
							2024-04-18 13:47:41 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								952e517db9 
								
							 
						 
						
							
							
								
								use config rope_theta ( #10787 )  
							
							 
							
							... 
							
							
							
							* use config rope_theta
* fix style 
							
						 
						
							2024-04-17 20:39:11 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Guancheng Fu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								31ea2f9a9f 
								
							 
						 
						
							
							
								
								Fix wrong output for Llama models on CPU ( #10742 )  
							
							 
							
							
							
						 
						
							2024-04-18 11:07:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xin Qiu 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								e764f9b1b1 
								
							 
						 
						
							
							
								
								Disable fast fused rope on UHD  ( #10780 )  
							
							 
							
							... 
							
							
							
							* use decoding fast path
* update
* update
* cleanup 
							
						 
						
							2024-04-18 10:03:53 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								ea5b373a97 
								
							 
						 
						
							
							
								
								Add lookahead GPU example ( #10785 )  
							
							 
							
							... 
							
							
							
							* Add lookahead example
* fix style & attn mask
* fix typo
* address comments 
							
						 
						
							2024-04-17 17:41:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wang, Jian4 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								a20271ffe4 
								
							 
						 
						
							
							
								
								LLM: Fix yi-6b fp16 error on pvc ( #10781 )  
							
							 
							
							... 
							
							
							
							* updat for yi fp16
* update
* update 
							
						 
						
							2024-04-17 16:49:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									ZehuaCao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								0646e2c062 
								
							 
						 
						
							
							
								
								Fix short prompt for IPEX_CPU speculative decoding cause no_attr error ( #10783 )  
							
							 
							
							
							
						 
						
							2024-04-17 16:19:57 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cengguang Zhang 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								7ec82c6042 
								
							 
						 
						
							
							
								
								LLM: add README.md for Long-Context examples. ( #10765 )  
							
							 
							
							... 
							
							
							
							* LLM: add readme to long-context examples.
* add precision.
* update wording.
* add GPU type.
* add Long-Context example to GPU examples.
* fix comments.
* update max input length.
* update max length.
* add output length.
* fix wording. 
							
						 
						
							2024-04-17 15:34:59 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yina Chen 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								766fe45222 
								
							 
						 
						
							
							
								
								Fix spec error caused by lookup pr ( #10777 )  
							
							 
							
							... 
							
							
							
							* Fix spec error
* remove
* fix style 
							
						 
						
							2024-04-17 11:27:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								9e5069437f 
								
							 
						 
						
							
							
								
								Fix gradio version in axolotl example ( #10776 )  
							
							 
							
							... 
							
							
							
							* Change to gradio>=4.19.2 
							
						 
						
							2024-04-17 10:23:43 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Qiyuan Gong 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								f2e923b3ca 
								
							 
						 
						
							
							
								
								Axolotl v0.4.0 support  ( #10773 )  
							
							 
							
							... 
							
							
							
							* Add Axolotl 0.4.0, remove legacy 0.3.0 support.
* replace is_torch_bf16_gpu_available
* Add HF_HUB_OFFLINE=1
* Move transformers out of requirement
* Refine readme and qlora.yml 
							
						 
						
							2024-04-17 09:49:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Heyang Sun 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								26cae0a39c 
								
							 
						 
						
							
							
								
								Update FLEX in Deepspeed README ( #10774 )  
							
							 
							
							... 
							
							
							
							* Update FLEX in Deepspeed README
* Update README.md 
							
						 
						
							2024-04-17 09:28:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Wenjing Margaret Mao 
								
							 
						 
						
							
							
								
								
							
							
							
								
							
							
								c41730e024 
								
							 
						 
						
							
							
								
								edit 'ppl_result does not exist' issue, delete useless code ( #10767 )  
							
							 
							
							... 
							
							
							
							* edit ppl_result not exist issue, delete useless code
* delete nonzero_min function
---------
Co-authored-by: jenniew <jenniewang123@gmail.com> 
							
						 
						
							2024-04-16 18:11:56 +08:00